Overview

Dataset statistics

Number of variables34
Number of observations2706
Missing cells2158
Missing cells (%)2.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory718.9 KiB
Average record size in memory272.0 B

Variable types

Numeric10
Categorical18
Unsupported3
DateTime3

Warnings

PESO (Gramos) is highly correlated with TALLA (Centímetros) and 1 other fieldsHigh correlation
TALLA (Centímetros) is highly correlated with PESO (Gramos) and 1 other fieldsHigh correlation
TIEMPO DE GESTACIÓN is highly correlated with PESO (Gramos) and 1 other fieldsHigh correlation
APGAR1 is highly correlated with APGAR2High correlation
APGAR2 is highly correlated with APGAR1High correlation
NÚMERO HIJOS NACIDOS VIVOS is highly correlated with NÚMERO EMBARAZOSHigh correlation
NÚMERO EMBARAZOS is highly correlated with NÚMERO HIJOS NACIDOS VIVOSHigh correlation
df_index is highly correlated with NÚMERO CERTIFICADOHigh correlation
NÚMERO CERTIFICADO is highly correlated with df_indexHigh correlation
PESO (Gramos) is highly correlated with TALLA (Centímetros) and 1 other fieldsHigh correlation
TALLA (Centímetros) is highly correlated with PESO (Gramos)High correlation
TIEMPO DE GESTACIÓN is highly correlated with PESO (Gramos)High correlation
NÚMERO HIJOS NACIDOS VIVOS is highly correlated with NÚMERO EMBARAZOSHigh correlation
NÚMERO EMBARAZOS is highly correlated with NÚMERO HIJOS NACIDOS VIVOSHigh correlation
df_index is highly correlated with NÚMERO CERTIFICADOHigh correlation
NÚMERO CERTIFICADO is highly correlated with df_indexHigh correlation
NÚMERO HIJOS NACIDOS VIVOS is highly correlated with NÚMERO EMBARAZOSHigh correlation
NÚMERO EMBARAZOS is highly correlated with NÚMERO HIJOS NACIDOS VIVOSHigh correlation
TIEMPO DE GESTACIÓN is highly correlated with APGAR1 and 4 other fieldsHigh correlation
APGAR1 is highly correlated with TIEMPO DE GESTACIÓN and 1 other fieldsHigh correlation
PERTENENCIA ÉTNICA is highly correlated with NOMBRE ADMINISTRADORAHigh correlation
PESO (Gramos) is highly correlated with TIEMPO DE GESTACIÓN and 1 other fieldsHigh correlation
TIPO ADMINISTRADORA is highly correlated with NOMBRE INSTITUCIÓN and 4 other fieldsHigh correlation
NOMBRE INSTITUCIÓN is highly correlated with TIPO ADMINISTRADORA and 4 other fieldsHigh correlation
NÚMERO EMBARAZOS is highly correlated with NÚMERO HIJOS NACIDOS VIVOSHigh correlation
NOMBRE ADMINISTRADORA is highly correlated with PERTENENCIA ÉTNICA and 5 other fieldsHigh correlation
CÓDIGO INSTITUCIÓN is highly correlated with TIPO ADMINISTRADORA and 6 other fieldsHigh correlation
RÉGIMEN SEGURIDAD is highly correlated with TIPO ADMINISTRADORA and 6 other fieldsHigh correlation
APGAR2 is highly correlated with TIEMPO DE GESTACIÓN and 3 other fieldsHigh correlation
EDAD MADRE is highly correlated with TIPO DOCUMENTO MADREHigh correlation
NÚMERO CONSULTAS PRENATALES is highly correlated with RÉGIMEN SEGURIDADHigh correlation
NÚMERO HIJOS NACIDOS VIVOS is highly correlated with NÚMERO EMBARAZOSHigh correlation
TALLA (Centímetros) is highly correlated with TIEMPO DE GESTACIÓN and 1 other fieldsHigh correlation
SITIO NACIMIENTO is highly correlated with TIEMPO DE GESTACIÓN and 1 other fieldsHigh correlation
NIVEL EDUCATIVO MADRE is highly correlated with TIPO ADMINISTRADORA and 4 other fieldsHigh correlation
ESTADO CONYUGAL MADRE is highly correlated with NIVEL EDUCATIVO MADREHigh correlation
TIPO DOCUMENTO MADRE is highly correlated with RÉGIMEN SEGURIDAD and 1 other fieldsHigh correlation
PERTENENCIA ÉTNICA is highly correlated with NOMBRE ADMINISTRADORAHigh correlation
TIPO ADMINISTRADORA is highly correlated with NOMBRE INSTITUCIÓN and 3 other fieldsHigh correlation
NOMBRE INSTITUCIÓN is highly correlated with TIPO ADMINISTRADORA and 3 other fieldsHigh correlation
NOMBRE ADMINISTRADORA is highly correlated with PERTENENCIA ÉTNICA and 4 other fieldsHigh correlation
CÓDIGO INSTITUCIÓN is highly correlated with TIPO ADMINISTRADORA and 3 other fieldsHigh correlation
RÉGIMEN SEGURIDAD is highly correlated with TIPO ADMINISTRADORA and 3 other fieldsHigh correlation
BARRIO has 99 (3.7%) missing values Missing
FECHA ANTERIOR HIJO NACIDO VIVO has 1123 (41.5%) missing values Missing
TIPO ADMINISTRADORA has 440 (16.3%) missing values Missing
NOMBRE ADMINISTRADORA has 440 (16.3%) missing values Missing
df_index is uniformly distributed Uniform
df_index has unique values Unique
NÚMERO CERTIFICADO has unique values Unique
FECHA NACIMIENTO is an unsupported type, check if it needs cleaning or further analysis Unsupported
NÚMERO DOCUMENTO MADRE is an unsupported type, check if it needs cleaning or further analysis Unsupported
BARRIO is an unsupported type, check if it needs cleaning or further analysis Unsupported
NÚMERO CONSULTAS PRENATALES has 63 (2.3%) zeros Zeros

Reproduction

Analysis started2021-07-11 02:59:05.886256
Analysis finished2021-07-11 02:59:32.433780
Duration26.55 seconds
Software versionpandas-profiling v3.0.0
Download configurationconfig.json

Variables

df_index
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct2706
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1353.49963
Minimum0
Maximum2706
Zeros1
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size21.3 KiB

Quantile statistics

Minimum0
5-th percentile136.25
Q1677.25
median1353.5
Q32029.75
95-th percentile2570.75
Maximum2706
Range2706
Interquartile range (IQR)1352.5

Descriptive statistics

Standard deviation781.2998786
Coefficient of variation (CV)0.5772442497
Kurtosis-1.19999606
Mean1353.49963
Median Absolute Deviation (MAD)676.5
Skewness-2.840049158 × 10-6
Sum3662570
Variance610429.5004
MonotonicityStrictly increasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20471
 
< 0.1%
11381
 
< 0.1%
11541
 
< 0.1%
11521
 
< 0.1%
11501
 
< 0.1%
11481
 
< 0.1%
11461
 
< 0.1%
11441
 
< 0.1%
11421
 
< 0.1%
11401
 
< 0.1%
Other values (2696)2696
99.6%
ValueCountFrequency (%)
01
< 0.1%
21
< 0.1%
31
< 0.1%
41
< 0.1%
51
< 0.1%
61
< 0.1%
71
< 0.1%
81
< 0.1%
91
< 0.1%
101
< 0.1%
ValueCountFrequency (%)
27061
< 0.1%
27051
< 0.1%
27041
< 0.1%
27031
< 0.1%
27021
< 0.1%
27011
< 0.1%
27001
< 0.1%
26991
< 0.1%
26981
< 0.1%
26971
< 0.1%

NÚMERO CERTIFICADO
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2706
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean167829094.2
Minimum161789522
Maximum528712001
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size21.3 KiB

Quantile statistics

Minimum161789522
5-th percentile163804244.8
Q1164449338.8
median164471854
Q3166800269.2
95-th percentile166826639
Maximum528712001
Range366922479
Interquartile range (IQR)2350930.5

Descriptive statistics

Standard deviation30374064.43
Coefficient of variation (CV)0.180982115
Kurtosis137.2552777
Mean167829094.2
Median Absolute Deviation (MAD)38734
Skewness11.78710496
Sum4.541455289 × 1011
Variance9.225837902 × 1014
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1638297591
 
< 0.1%
1644675371
 
< 0.1%
1667925151
 
< 0.1%
1644516501
 
< 0.1%
1668170891
 
< 0.1%
1644475521
 
< 0.1%
1644680301
 
< 0.1%
1644885081
 
< 0.1%
1644352581
 
< 0.1%
1667986461
 
< 0.1%
Other values (2696)2696
99.6%
ValueCountFrequency (%)
1617895221
< 0.1%
1617895371
< 0.1%
1637930671
< 0.1%
1637930991
< 0.1%
1637931001
< 0.1%
1637931241
< 0.1%
1637931561
< 0.1%
1637931951
< 0.1%
1637932061
< 0.1%
1637932681
< 0.1%
ValueCountFrequency (%)
5287120011
< 0.1%
5287119811
< 0.1%
5287119741
< 0.1%
5287119671
< 0.1%
5287119351
< 0.1%
5287119281
< 0.1%
5287118601
< 0.1%
5287118461
< 0.1%
5287118211
< 0.1%
5287117711
< 0.1%

AREA NACIMIENTO
Categorical

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
CABECERA MUNICIPAL
2703 
RURAL DISPERSO
 
3

Length

Max length18
Median length18
Mean length17.99556541
Min length14

Characters and Unicode

Total characters48696
Distinct characters15
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowCABECERA MUNICIPAL
2nd rowCABECERA MUNICIPAL
3rd rowCABECERA MUNICIPAL
4th rowCABECERA MUNICIPAL
5th rowCABECERA MUNICIPAL

Common Values

ValueCountFrequency (%)
CABECERA MUNICIPAL2703
99.9%
RURAL DISPERSO3
 
0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
municipal2703
49.9%
cabecera2703
49.9%
disperso3
 
0.1%
rural3
 
0.1%

Most occurring characters

ValueCountFrequency (%)
A8112
16.7%
C8109
16.7%
E5409
11.1%
I5409
11.1%
R2712
 
5.6%
2706
 
5.6%
U2706
 
5.6%
P2706
 
5.6%
L2706
 
5.6%
B2703
 
5.6%
Other values (5)5418
11.1%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter45990
94.4%
Space Separator2706
 
5.6%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
A8112
17.6%
C8109
17.6%
E5409
11.8%
I5409
11.8%
R2712
 
5.9%
U2706
 
5.9%
P2706
 
5.9%
L2706
 
5.9%
B2703
 
5.9%
M2703
 
5.9%
Other values (4)2715
 
5.9%
Space Separator
ValueCountFrequency (%)
2706
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin45990
94.4%
Common2706
 
5.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
A8112
17.6%
C8109
17.6%
E5409
11.8%
I5409
11.8%
R2712
 
5.9%
U2706
 
5.9%
P2706
 
5.9%
L2706
 
5.9%
B2703
 
5.9%
M2703
 
5.9%
Other values (4)2715
 
5.9%
Common
ValueCountFrequency (%)
2706
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII48696
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
A8112
16.7%
C8109
16.7%
E5409
11.1%
I5409
11.1%
R2712
 
5.6%
2706
 
5.6%
U2706
 
5.6%
P2706
 
5.6%
L2706
 
5.6%
B2703
 
5.6%
Other values (5)5418
11.1%

SITIO NACIMIENTO
Categorical

HIGH CORRELATION

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
INSTITUCIÓN DE SALUD
2702 
EL DOMICILIO
 
3
OTRO SITIO
 
1

Length

Max length20
Median length20
Mean length19.98743533
Min length10

Characters and Unicode

Total characters54086
Distinct characters15
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st rowINSTITUCIÓN DE SALUD
2nd rowINSTITUCIÓN DE SALUD
3rd rowINSTITUCIÓN DE SALUD
4th rowINSTITUCIÓN DE SALUD
5th rowINSTITUCIÓN DE SALUD

Common Values

ValueCountFrequency (%)
INSTITUCIÓN DE SALUD2702
99.9%
EL DOMICILIO3
 
0.1%
OTRO SITIO1
 
< 0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
institución2702
33.3%
salud2702
33.3%
de2702
33.3%
el3
 
< 0.1%
domicilio3
 
< 0.1%
sitio1
 
< 0.1%
otro1
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
I8117
15.0%
5408
10.0%
D5407
10.0%
T5406
10.0%
S5405
10.0%
N5404
10.0%
U5404
10.0%
L2708
 
5.0%
C2705
 
5.0%
E2705
 
5.0%
Other values (5)5417
10.0%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter48678
90.0%
Space Separator5408
 
10.0%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
I8117
16.7%
D5407
11.1%
T5406
11.1%
S5405
11.1%
N5404
11.1%
U5404
11.1%
L2708
 
5.6%
C2705
 
5.6%
E2705
 
5.6%
Ó2702
 
5.6%
Other values (4)2715
 
5.6%
Space Separator
ValueCountFrequency (%)
5408
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin48678
90.0%
Common5408
 
10.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
I8117
16.7%
D5407
11.1%
T5406
11.1%
S5405
11.1%
N5404
11.1%
U5404
11.1%
L2708
 
5.6%
C2705
 
5.6%
E2705
 
5.6%
Ó2702
 
5.6%
Other values (4)2715
 
5.6%
Common
ValueCountFrequency (%)
5408
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII51384
95.0%
Latin 1 Sup2702
 
5.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
I8117
15.8%
5408
10.5%
D5407
10.5%
T5406
10.5%
S5405
10.5%
N5404
10.5%
U5404
10.5%
L2708
 
5.3%
C2705
 
5.3%
E2705
 
5.3%
Other values (4)2715
 
5.3%
Latin 1 Sup
ValueCountFrequency (%)
Ó2702
100.0%

CÓDIGO INSTITUCIÓN
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct7
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
680010043101.
1046 
680010079201.
572 
680010115701.
519 
680010070101.
447 
680010070102.
 
100
Other values (2)
 
22

Length

Max length13
Median length13
Mean length12.99556541
Min length1

Characters and Unicode

Total characters35166
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row680010070101.
2nd row680010115701.
3rd row680010383601.
4th row680010115701.
5th row680010079201.

Common Values

ValueCountFrequency (%)
680010043101.1046
38.7%
680010079201.572
21.1%
680010115701.519
19.2%
680010070101.447
16.5%
680010070102.100
 
3.7%
680010383601.21
 
0.8%
.1
 
< 0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
6800100431011046
38.7%
680010079201572
21.1%
680010115701519
19.2%
680010070101447
16.5%
680010070102100
 
3.7%
68001038360121
 
0.8%
1
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
013532
38.5%
17941
22.6%
62726
 
7.8%
82726
 
7.8%
.2706
 
7.7%
71638
 
4.7%
31088
 
3.1%
41046
 
3.0%
2672
 
1.9%
9572
 
1.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number32460
92.3%
Other Punctuation2706
 
7.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
013532
41.7%
17941
24.5%
62726
 
8.4%
82726
 
8.4%
71638
 
5.0%
31088
 
3.4%
41046
 
3.2%
2672
 
2.1%
9572
 
1.8%
5519
 
1.6%
Other Punctuation
ValueCountFrequency (%)
.2706
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common35166
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
013532
38.5%
17941
22.6%
62726
 
7.8%
82726
 
7.8%
.2706
 
7.7%
71638
 
4.7%
31088
 
3.1%
41046
 
3.0%
2672
 
1.9%
9572
 
1.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII35166
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
013532
38.5%
17941
22.6%
62726
 
7.8%
82726
 
7.8%
.2706
 
7.7%
71638
 
4.7%
31088
 
3.1%
41046
 
3.0%
2672
 
1.9%
9572
 
1.6%

NOMBRE INSTITUCIÓN
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct6
Distinct (%)0.2%
Missing1
Missing (%)< 0.1%
Memory size21.3 KiB
680010043101 CLINICA MATERNO INFANTIL SAN LUIS SA
1046 
680010079201 HOSPITAL UNIVERSITARIO DE SANTANDER
572 
680010115701 CLINICA CHICAMOCHA SA
519 
680010070101 HOSPITAL LOCAL DEL NORTE
447 
680010070102 UNIDAD MATERNO INFANTIL SANTA TERESITA
 
100

Length

Max length51
Median length48
Mean length43.93937153
Min length34

Characters and Unicode

Total characters118856
Distinct characters29
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row680010070101 HOSPITAL LOCAL DEL NORTE
2nd row680010115701 CLINICA CHICAMOCHA SA
3rd row680010383601 CLINICA REGIONAL DEL ORIENTE
4th row680010115701 CLINICA CHICAMOCHA SA
5th row680010079201 HOSPITAL UNIVERSITARIO DE SANTANDER

Common Values

ValueCountFrequency (%)
680010043101 CLINICA MATERNO INFANTIL SAN LUIS SA1046
38.7%
680010079201 HOSPITAL UNIVERSITARIO DE SANTANDER572
21.1%
680010115701 CLINICA CHICAMOCHA SA519
19.2%
680010070101 HOSPITAL LOCAL DEL NORTE447
16.5%
680010070102 UNIDAD MATERNO INFANTIL SANTA TERESITA100
 
3.7%
680010383601 CLINICA REGIONAL DEL ORIENTE21
 
0.8%
(Missing)1
 
< 0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
clinica1586
 
10.4%
sa1565
 
10.3%
infantil1146
 
7.5%
materno1146
 
7.5%
san1046
 
6.9%
6800100431011046
 
6.9%
luis1046
 
6.9%
hospital1019
 
6.7%
680010079201572
 
3.8%
universitario572
 
3.8%
Other values (15)4454
29.3%

Most occurring characters

ValueCountFrequency (%)
013532
11.4%
12493
 
10.5%
A11130
 
9.4%
I10006
 
8.4%
N8475
 
7.1%
17941
 
6.7%
L6180
 
5.2%
S6020
 
5.1%
T5223
 
4.4%
C5176
 
4.4%
Other values (19)32680
27.5%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter73903
62.2%
Decimal Number32460
27.3%
Space Separator12493
 
10.5%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
A11130
15.1%
I10006
13.5%
N8475
11.5%
L6180
8.4%
S6020
8.1%
T5223
7.1%
C5176
7.0%
O4192
 
5.7%
E4040
 
5.5%
R3451
 
4.7%
Other values (8)10010
13.5%
Decimal Number
ValueCountFrequency (%)
013532
41.7%
17941
24.5%
62726
 
8.4%
82726
 
8.4%
71638
 
5.0%
31088
 
3.4%
41046
 
3.2%
2672
 
2.1%
9572
 
1.8%
5519
 
1.6%
Space Separator
ValueCountFrequency (%)
12493
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin73903
62.2%
Common44953
37.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
A11130
15.1%
I10006
13.5%
N8475
11.5%
L6180
8.4%
S6020
8.1%
T5223
7.1%
C5176
7.0%
O4192
 
5.7%
E4040
 
5.5%
R3451
 
4.7%
Other values (8)10010
13.5%
Common
ValueCountFrequency (%)
013532
30.1%
12493
27.8%
17941
17.7%
62726
 
6.1%
82726
 
6.1%
71638
 
3.6%
31088
 
2.4%
41046
 
2.3%
2672
 
1.5%
9572
 
1.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII118856
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
013532
11.4%
12493
 
10.5%
A11130
 
9.4%
I10006
 
8.4%
N8475
 
7.1%
17941
 
6.7%
L6180
 
5.2%
S6020
 
5.1%
T5223
 
4.4%
C5176
 
4.4%
Other values (19)32680
27.5%

SEXO
Categorical

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
MASCULINO
1400 
FEMENINO
1306 

Length

Max length9
Median length9
Mean length8.51736881
Min length8

Characters and Unicode

Total characters23048
Distinct characters11
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowMASCULINO
2nd rowFEMENINO
3rd rowFEMENINO
4th rowMASCULINO
5th rowFEMENINO

Common Values

ValueCountFrequency (%)
MASCULINO1400
51.7%
FEMENINO1306
48.3%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
masculino1400
51.7%
femenino1306
48.3%

Most occurring characters

ValueCountFrequency (%)
N4012
17.4%
M2706
11.7%
I2706
11.7%
O2706
11.7%
E2612
11.3%
A1400
 
6.1%
S1400
 
6.1%
C1400
 
6.1%
U1400
 
6.1%
L1400
 
6.1%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter23048
100.0%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
N4012
17.4%
M2706
11.7%
I2706
11.7%
O2706
11.7%
E2612
11.3%
A1400
 
6.1%
S1400
 
6.1%
C1400
 
6.1%
U1400
 
6.1%
L1400
 
6.1%

Most occurring scripts

ValueCountFrequency (%)
Latin23048
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N4012
17.4%
M2706
11.7%
I2706
11.7%
O2706
11.7%
E2612
11.3%
A1400
 
6.1%
S1400
 
6.1%
C1400
 
6.1%
U1400
 
6.1%
L1400
 
6.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII23048
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N4012
17.4%
M2706
11.7%
I2706
11.7%
O2706
11.7%
E2612
11.3%
A1400
 
6.1%
S1400
 
6.1%
C1400
 
6.1%
U1400
 
6.1%
L1400
 
6.1%

PESO (Gramos)
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct488
Distinct (%)18.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3128.703252
Minimum615
Maximum4620
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size21.3 KiB

Quantile statistics

Minimum615
5-th percentile2250
Q12860
median3175
Q33450
95-th percentile3855
Maximum4620
Range4005
Interquartile range (IQR)590

Descriptive statistics

Standard deviation505.0604827
Coefficient of variation (CV)0.1614280557
Kurtosis2.154749362
Mean3128.703252
Median Absolute Deviation (MAD)295
Skewness-0.8174942308
Sum8466271
Variance255086.0912
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
331025
 
0.9%
330023
 
0.8%
333023
 
0.8%
321023
 
0.8%
314022
 
0.8%
295021
 
0.8%
315021
 
0.8%
310021
 
0.8%
341021
 
0.8%
318020
 
0.7%
Other values (478)2486
91.9%
ValueCountFrequency (%)
6152
0.1%
7001
< 0.1%
7401
< 0.1%
8701
< 0.1%
8851
< 0.1%
8951
< 0.1%
9301
< 0.1%
9401
< 0.1%
9701
< 0.1%
10551
< 0.1%
ValueCountFrequency (%)
46201
< 0.1%
46001
< 0.1%
45401
< 0.1%
44401
< 0.1%
44101
< 0.1%
44031
< 0.1%
44001
< 0.1%
43851
< 0.1%
43801
< 0.1%
43402
0.1%

TALLA (Centímetros)
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct32
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean49.97154472
Minimum21
Maximum60
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size21.3 KiB

Quantile statistics

Minimum21
5-th percentile46
Q149
median50
Q351
95-th percentile54
Maximum60
Range39
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.929284163
Coefficient of variation (CV)0.0586190437
Kurtosis8.959652812
Mean49.97154472
Median Absolute Deviation (MAD)1
Skewness-1.415519436
Sum135223
Variance8.580705709
MonotonicityNot monotonic
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%)
50559
20.7%
51449
16.6%
49414
15.3%
52280
10.3%
48245
9.1%
53178
 
6.6%
47157
 
5.8%
5489
 
3.3%
4675
 
2.8%
5561
 
2.3%
Other values (22)199
 
7.4%
ValueCountFrequency (%)
211
< 0.1%
302
0.1%
311
< 0.1%
322
0.1%
332
0.1%
341
< 0.1%
351
< 0.1%
361
< 0.1%
372
0.1%
381
< 0.1%
ValueCountFrequency (%)
601
 
< 0.1%
594
 
0.1%
588
 
0.3%
5714
 
0.5%
5638
 
1.4%
5561
 
2.3%
5489
 
3.3%
53178
 
6.6%
52280
10.3%
51449
16.6%

FECHA NACIMIENTO
Unsupported

REJECTED
UNSUPPORTED

Missing0
Missing (%)0.0%
Memory size21.3 KiB

TIEMPO DE GESTACIÓN
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct18
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean38.01145602
Minimum23
Maximum41
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size21.3 KiB

Quantile statistics

Minimum23
5-th percentile35
Q137
median38
Q339
95-th percentile40
Maximum41
Range18
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.921629475
Coefficient of variation (CV)0.05055395599
Kurtosis8.234143289
Mean38.01145602
Median Absolute Deviation (MAD)1
Skewness-2.096855636
Sum102859
Variance3.692659839
MonotonicityNot monotonic
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
39760
28.1%
38671
24.8%
40435
16.1%
37407
15.0%
36157
 
5.8%
3588
 
3.3%
3457
 
2.1%
4153
 
2.0%
3329
 
1.1%
3219
 
0.7%
Other values (8)30
 
1.1%
ValueCountFrequency (%)
231
 
< 0.1%
241
 
< 0.1%
264
 
0.1%
274
 
0.1%
283
 
0.1%
295
 
0.2%
306
 
0.2%
316
 
0.2%
3219
0.7%
3329
1.1%
ValueCountFrequency (%)
4153
 
2.0%
40435
16.1%
39760
28.1%
38671
24.8%
37407
15.0%
36157
 
5.8%
3588
 
3.3%
3457
 
2.1%
3329
 
1.1%
3219
 
0.7%

NÚMERO CONSULTAS PRENATALES
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct19
Distinct (%)0.7%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean6.154898336
Minimum0
Maximum20
Zeros63
Zeros (%)2.3%
Negative0
Negative (%)0.0%
Memory size21.3 KiB

Quantile statistics

Minimum0
5-th percentile2
Q15
median6
Q38
95-th percentile10
Maximum20
Range20
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.537011357
Coefficient of variation (CV)0.4121938688
Kurtosis1.858889211
Mean6.154898336
Median Absolute Deviation (MAD)2
Skewness0.1784460047
Sum16649
Variance6.436426626
MonotonicityNot monotonic
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
8482
17.8%
7442
16.3%
6414
15.3%
5382
14.1%
4251
9.3%
9199
7.4%
3160
 
5.9%
10101
 
3.7%
299
 
3.7%
063
 
2.3%
Other values (9)112
 
4.1%
ValueCountFrequency (%)
063
 
2.3%
156
 
2.1%
299
 
3.7%
3160
 
5.9%
4251
9.3%
5382
14.1%
6414
15.3%
7442
16.3%
8482
17.8%
9199
7.4%
ValueCountFrequency (%)
204
 
0.1%
181
 
< 0.1%
161
 
< 0.1%
1516
 
0.6%
143
 
0.1%
132
 
0.1%
1225
 
0.9%
114
 
0.1%
10101
3.7%
9199
7.4%

TIPO PARTO
Categorical

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
ESPONTÁNEO
1400 
CESÁREA
1298 
INSTRUMENTADO
 
8

Length

Max length13
Median length10
Mean length8.569844789
Min length7

Characters and Unicode

Total characters23190
Distinct characters14
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowESPONTÁNEO
2nd rowCESÁREA
3rd rowESPONTÁNEO
4th rowCESÁREA
5th rowESPONTÁNEO

Common Values

ValueCountFrequency (%)
ESPONTÁNEO1400
51.7%
CESÁREA1298
48.0%
INSTRUMENTADO8
 
0.3%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
espontáneo1400
51.7%
cesárea1298
48.0%
instrumentado8
 
0.3%

Most occurring characters

ValueCountFrequency (%)
E5404
23.3%
N2816
12.1%
O2808
12.1%
S2706
11.7%
Á2698
11.6%
T1416
 
6.1%
P1400
 
6.0%
R1306
 
5.6%
A1306
 
5.6%
C1298
 
5.6%
Other values (4)32
 
0.1%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter23190
100.0%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
E5404
23.3%
N2816
12.1%
O2808
12.1%
S2706
11.7%
Á2698
11.6%
T1416
 
6.1%
P1400
 
6.0%
R1306
 
5.6%
A1306
 
5.6%
C1298
 
5.6%
Other values (4)32
 
0.1%

Most occurring scripts

ValueCountFrequency (%)
Latin23190
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
E5404
23.3%
N2816
12.1%
O2808
12.1%
S2706
11.7%
Á2698
11.6%
T1416
 
6.1%
P1400
 
6.0%
R1306
 
5.6%
A1306
 
5.6%
C1298
 
5.6%
Other values (4)32
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII20492
88.4%
Latin 1 Sup2698
 
11.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
E5404
26.4%
N2816
13.7%
O2808
13.7%
S2706
13.2%
T1416
 
6.9%
P1400
 
6.8%
R1306
 
6.4%
A1306
 
6.4%
C1298
 
6.3%
I8
 
< 0.1%
Other values (3)24
 
0.1%
Latin 1 Sup
ValueCountFrequency (%)
Á2698
100.0%
Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
SIMPLE
2649 
DOBLE
 
57

Length

Max length6
Median length6
Mean length5.978935698
Min length5

Characters and Unicode

Total characters16179
Distinct characters9
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSIMPLE
2nd rowSIMPLE
3rd rowSIMPLE
4th rowSIMPLE
5th rowSIMPLE

Common Values

ValueCountFrequency (%)
SIMPLE2649
97.9%
DOBLE57
 
2.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
simple2649
97.9%
doble57
 
2.1%

Most occurring characters

ValueCountFrequency (%)
L2706
16.7%
E2706
16.7%
S2649
16.4%
I2649
16.4%
M2649
16.4%
P2649
16.4%
D57
 
0.4%
O57
 
0.4%
B57
 
0.4%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter16179
100.0%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
L2706
16.7%
E2706
16.7%
S2649
16.4%
I2649
16.4%
M2649
16.4%
P2649
16.4%
D57
 
0.4%
O57
 
0.4%
B57
 
0.4%

Most occurring scripts

ValueCountFrequency (%)
Latin16179
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
L2706
16.7%
E2706
16.7%
S2649
16.4%
I2649
16.4%
M2649
16.4%
P2649
16.4%
D57
 
0.4%
O57
 
0.4%
B57
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII16179
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
L2706
16.7%
E2706
16.7%
S2649
16.4%
I2649
16.4%
M2649
16.4%
P2649
16.4%
D57
 
0.4%
O57
 
0.4%
B57
 
0.4%

APGAR1
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct10
Distinct (%)0.4%
Missing2
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean7.966715976
Minimum1
Maximum10
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size21.3 KiB

Quantile statistics

Minimum1
5-th percentile7
Q18
median8
Q38
95-th percentile9
Maximum10
Range9
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.6974941772
Coefficient of variation (CV)0.08755102846
Kurtosis35.77859142
Mean7.966715976
Median Absolute Deviation (MAD)0
Skewness-4.635523722
Sum21542
Variance0.4864981272
MonotonicityNot monotonic
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
82252
83.2%
9260
 
9.6%
7118
 
4.4%
638
 
1.4%
512
 
0.4%
47
 
0.3%
37
 
0.3%
15
 
0.2%
24
 
0.1%
101
 
< 0.1%
(Missing)2
 
0.1%
ValueCountFrequency (%)
15
 
0.2%
24
 
0.1%
37
 
0.3%
47
 
0.3%
512
 
0.4%
638
 
1.4%
7118
 
4.4%
82252
83.2%
9260
 
9.6%
101
 
< 0.1%
ValueCountFrequency (%)
101
 
< 0.1%
9260
 
9.6%
82252
83.2%
7118
 
4.4%
638
 
1.4%
512
 
0.4%
47
 
0.3%
37
 
0.3%
24
 
0.1%
15
 
0.2%

APGAR2
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct9
Distinct (%)0.3%
Missing2
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean9.162721893
Minimum2
Maximum10
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size21.3 KiB

Quantile statistics

Minimum2
5-th percentile8
Q19
median9
Q310
95-th percentile10
Maximum10
Range8
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.6914739914
Coefficient of variation (CV)0.07546600229
Kurtosis22.7029043
Mean9.162721893
Median Absolute Deviation (MAD)0
Skewness-2.981581325
Sum24776
Variance0.4781362807
MonotonicityNot monotonic
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
91863
68.8%
10691
 
25.5%
8104
 
3.8%
723
 
0.8%
511
 
0.4%
65
 
0.2%
33
 
0.1%
22
 
0.1%
42
 
0.1%
(Missing)2
 
0.1%
ValueCountFrequency (%)
22
 
0.1%
33
 
0.1%
42
 
0.1%
511
 
0.4%
65
 
0.2%
723
 
0.8%
8104
 
3.8%
91863
68.8%
10691
 
25.5%
ValueCountFrequency (%)
10691
 
25.5%
91863
68.8%
8104
 
3.8%
723
 
0.8%
65
 
0.2%
511
 
0.4%
42
 
0.1%
33
 
0.1%
22
 
0.1%

GRUPO SANGUINEO
Categorical

Distinct4
Distinct (%)0.1%
Missing25
Missing (%)0.9%
Memory size21.3 KiB
O
1570 
A
812 
B
247 
AB
 
52

Length

Max length2
Median length1
Mean length1.019395748
Min length1

Characters and Unicode

Total characters2733
Distinct characters3
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowA
2nd rowO
3rd rowAB
4th rowO
5th rowA

Common Values

ValueCountFrequency (%)
O1570
58.0%
A812
30.0%
B247
 
9.1%
AB52
 
1.9%
(Missing)25
 
0.9%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
o1570
58.6%
a812
30.3%
b247
 
9.2%
ab52
 
1.9%

Most occurring characters

ValueCountFrequency (%)
O1570
57.4%
A864
31.6%
B299
 
10.9%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter2733
100.0%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
O1570
57.4%
A864
31.6%
B299
 
10.9%

Most occurring scripts

ValueCountFrequency (%)
Latin2733
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
O1570
57.4%
A864
31.6%
B299
 
10.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII2733
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
O1570
57.4%
A864
31.6%
B299
 
10.9%

FACTOR RH
Categorical

Distinct2
Distinct (%)0.1%
Missing25
Missing (%)0.9%
Memory size21.3 KiB
POSITIVO
2542 
NEGATIVO
 
139

Length

Max length8
Median length8
Mean length8
Min length8

Characters and Unicode

Total characters21448
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowPOSITIVO
2nd rowPOSITIVO
3rd rowPOSITIVO
4th rowPOSITIVO
5th rowPOSITIVO

Common Values

ValueCountFrequency (%)
POSITIVO2542
93.9%
NEGATIVO139
 
5.1%
(Missing)25
 
0.9%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
positivo2542
94.8%
negativo139
 
5.2%

Most occurring characters

ValueCountFrequency (%)
O5223
24.4%
I5223
24.4%
T2681
12.5%
V2681
12.5%
P2542
11.9%
S2542
11.9%
N139
 
0.6%
E139
 
0.6%
G139
 
0.6%
A139
 
0.6%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter21448
100.0%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
O5223
24.4%
I5223
24.4%
T2681
12.5%
V2681
12.5%
P2542
11.9%
S2542
11.9%
N139
 
0.6%
E139
 
0.6%
G139
 
0.6%
A139
 
0.6%

Most occurring scripts

ValueCountFrequency (%)
Latin21448
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
O5223
24.4%
I5223
24.4%
T2681
12.5%
V2681
12.5%
P2542
11.9%
S2542
11.9%
N139
 
0.6%
E139
 
0.6%
G139
 
0.6%
A139
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII21448
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
O5223
24.4%
I5223
24.4%
T2681
12.5%
V2681
12.5%
P2542
11.9%
S2542
11.9%
N139
 
0.6%
E139
 
0.6%
G139
 
0.6%
A139
 
0.6%

PERTENENCIA ÉTNICA
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
NINGUNO DE LOS ANTERIORES
2699 
NEGRO(A), MULATO(A), AFRO COLOMBIANO(A) O AFRO DESCENDIENTE
 
5
INDÍGENA
 
2

Length

Max length59
Median length25
Mean length25.05025868
Min length8

Characters and Unicode

Total characters67786
Distinct characters21
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNINGUNO DE LOS ANTERIORES
2nd rowNINGUNO DE LOS ANTERIORES
3rd rowNINGUNO DE LOS ANTERIORES
4th rowNINGUNO DE LOS ANTERIORES
5th rowNINGUNO DE LOS ANTERIORES

Common Values

ValueCountFrequency (%)
NINGUNO DE LOS ANTERIORES2699
99.7%
NEGRO(A), MULATO(A), AFRO COLOMBIANO(A) O AFRO DESCENDIENTE5
 
0.2%
INDÍGENA2
 
0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
ninguno2699
24.9%
de2699
24.9%
los2699
24.9%
anteriores2699
24.9%
afro10
 
0.1%
mulato(a5
 
< 0.1%
colombiano(a5
 
< 0.1%
descendiente5
 
< 0.1%
o5
 
< 0.1%
negro(a5
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
N10820
16.0%
O8137
12.0%
8127
12.0%
E8124
12.0%
R5413
8.0%
I5410
8.0%
S5403
8.0%
A2736
 
4.0%
D2711
 
4.0%
L2709
 
4.0%
Other values (11)8196
12.1%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter59619
88.0%
Space Separator8127
 
12.0%
Open Punctuation15
 
< 0.1%
Close Punctuation15
 
< 0.1%
Other Punctuation10
 
< 0.1%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
N10820
18.1%
O8137
13.6%
E8124
13.6%
R5413
9.1%
I5410
9.1%
S5403
9.1%
A2736
 
4.6%
D2711
 
4.5%
L2709
 
4.5%
T2709
 
4.5%
Other values (7)5447
9.1%
Space Separator
ValueCountFrequency (%)
8127
100.0%
Open Punctuation
ValueCountFrequency (%)
(15
100.0%
Close Punctuation
ValueCountFrequency (%)
)15
100.0%
Other Punctuation
ValueCountFrequency (%)
,10
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin59619
88.0%
Common8167
 
12.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N10820
18.1%
O8137
13.6%
E8124
13.6%
R5413
9.1%
I5410
9.1%
S5403
9.1%
A2736
 
4.6%
D2711
 
4.5%
L2709
 
4.5%
T2709
 
4.5%
Other values (7)5447
9.1%
Common
ValueCountFrequency (%)
8127
99.5%
(15
 
0.2%
)15
 
0.2%
,10
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII67784
> 99.9%
Latin 1 Sup2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N10820
16.0%
O8137
12.0%
8127
12.0%
E8124
12.0%
R5413
8.0%
I5410
8.0%
S5403
8.0%
A2736
 
4.0%
D2711
 
4.0%
L2709
 
4.0%
Other values (10)8194
12.1%
Latin 1 Sup
ValueCountFrequency (%)
Í2
100.0%

TIPO DOCUMENTO MADRE
Categorical

HIGH CORRELATION

Distinct8
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
CÉDULA DE CIUDADANÍA.
2114 
DOCUMENTO EXTRANJERO.
429 
TARJETA DE IDENTIDAD.
 
99
PERMISO ESPECIAL DE PERMANENCIA.
 
51
ADULTO SIN IDENTIFICACIÓN.
 
7
Other values (3)
 
6

Length

Max length32
Median length21
Mean length21.21914265
Min length10

Characters and Unicode

Total characters57419
Distinct characters22
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)0.1%

Sample

1st rowCÉDULA DE CIUDADANÍA.
2nd rowCÉDULA DE CIUDADANÍA.
3rd rowCÉDULA DE CIUDADANÍA.
4th rowCÉDULA DE CIUDADANÍA.
5th rowDOCUMENTO EXTRANJERO.

Common Values

ValueCountFrequency (%)
CÉDULA DE CIUDADANÍA.2114
78.1%
DOCUMENTO EXTRANJERO.429
 
15.9%
TARJETA DE IDENTIDAD.99
 
3.7%
PERMISO ESPECIAL DE PERMANENCIA.51
 
1.9%
ADULTO SIN IDENTIFICACIÓN.7
 
0.3%
CÉDULA DE EXTRANJERÍA.4
 
0.1%
MENOR SIN IDENTIFICACIÓN.1
 
< 0.1%
PASAPORTE.1
 
< 0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
de2268
29.3%
cédula2118
27.4%
ciudadanía2114
27.3%
extranjero429
 
5.5%
documento429
 
5.5%
identidad99
 
1.3%
tarjeta99
 
1.3%
especial51
 
0.7%
permiso51
 
0.7%
permanencia51
 
0.7%
Other values (6)29
 
0.4%

Most occurring characters

ValueCountFrequency (%)
A9364
16.3%
D9355
16.3%
5032
8.8%
C4779
8.3%
U4668
8.1%
E4026
7.0%
N3202
 
5.6%
.2706
 
4.7%
I2505
 
4.4%
L2176
 
3.8%
Other values (12)9606
16.7%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter49681
86.5%
Space Separator5032
 
8.8%
Other Punctuation2706
 
4.7%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
A9364
18.8%
D9355
18.8%
C4779
9.6%
U4668
9.4%
E4026
8.1%
N3202
 
6.4%
I2505
 
5.0%
L2176
 
4.4%
É2118
 
4.3%
Í2118
 
4.3%
Other values (10)5370
10.8%
Space Separator
ValueCountFrequency (%)
5032
100.0%
Other Punctuation
ValueCountFrequency (%)
.2706
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin49681
86.5%
Common7738
 
13.5%

Most frequent character per script

Latin
ValueCountFrequency (%)
A9364
18.8%
D9355
18.8%
C4779
9.6%
U4668
9.4%
E4026
8.1%
N3202
 
6.4%
I2505
 
5.0%
L2176
 
4.4%
É2118
 
4.3%
Í2118
 
4.3%
Other values (10)5370
10.8%
Common
ValueCountFrequency (%)
5032
65.0%
.2706
35.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII53175
92.6%
Latin 1 Sup4244
 
7.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
A9364
17.6%
D9355
17.6%
5032
9.5%
C4779
9.0%
U4668
8.8%
E4026
7.6%
N3202
 
6.0%
.2706
 
5.1%
I2505
 
4.7%
L2176
 
4.1%
Other values (9)5362
10.1%
Latin 1 Sup
ValueCountFrequency (%)
É2118
49.9%
Í2118
49.9%
Ó8
 
0.2%

NÚMERO DOCUMENTO MADRE
Unsupported

REJECTED
UNSUPPORTED

Missing0
Missing (%)0.0%
Memory size21.3 KiB

EDAD MADRE
Categorical

HIGH CORRELATION

Distinct33
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
23(4)
 
169
22(4)
 
158
26(4)
 
157
20(4)
 
156
24(4)
 
154
Other values (28)
1912 

Length

Max length5
Median length5
Mean length5
Min length5

Characters and Unicode

Total characters13530
Distinct characters12
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row18(4)
2nd row21(4)
3rd row31(4)
4th row26(4)
5th row25(4)

Common Values

ValueCountFrequency (%)
23(4)169
 
6.2%
22(4)158
 
5.8%
26(4)157
 
5.8%
20(4)156
 
5.8%
24(4)154
 
5.7%
25(4)149
 
5.5%
28(4)147
 
5.4%
21(4)141
 
5.2%
27(4)132
 
4.9%
29(4)126
 
4.7%
Other values (23)1217
45.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
23(4169
 
6.2%
22(4158
 
5.8%
26(4157
 
5.8%
20(4156
 
5.8%
24(4154
 
5.7%
25(4149
 
5.5%
28(4147
 
5.4%
21(4141
 
5.2%
27(4132
 
4.9%
29(4126
 
4.7%
Other values (23)1217
45.0%

Most occurring characters

ValueCountFrequency (%)
43022
22.3%
(2706
20.0%
)2706
20.0%
21777
13.1%
31045
 
7.7%
1638
 
4.7%
0297
 
2.2%
8292
 
2.2%
9288
 
2.1%
5258
 
1.9%
Other values (2)501
 
3.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number8118
60.0%
Open Punctuation2706
 
20.0%
Close Punctuation2706
 
20.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
43022
37.2%
21777
21.9%
31045
 
12.9%
1638
 
7.9%
0297
 
3.7%
8292
 
3.6%
9288
 
3.5%
5258
 
3.2%
6253
 
3.1%
7248
 
3.1%
Open Punctuation
ValueCountFrequency (%)
(2706
100.0%
Close Punctuation
ValueCountFrequency (%)
)2706
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common13530
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
43022
22.3%
(2706
20.0%
)2706
20.0%
21777
13.1%
31045
 
7.7%
1638
 
4.7%
0297
 
2.2%
8292
 
2.2%
9288
 
2.1%
5258
 
1.9%
Other values (2)501
 
3.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII13530
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
43022
22.3%
(2706
20.0%
)2706
20.0%
21777
13.1%
31045
 
7.7%
1638
 
4.7%
0297
 
2.2%
8292
 
2.2%
9288
 
2.1%
5258
 
1.9%
Other values (2)501
 
3.7%

ESTADO CONYUGAL MADRE
Categorical

HIGH CORRELATION

Distinct7
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA
1284 
ESTÁ CASADA
524 
NO ESTÁ CASADA Y LLEVA MENOS DE DOS AÑOS VIVIENDO CON SU PAREJA
507 
ESTÁ SOLTERA
372 
ESTÁ SEPARADA, DIVORCIADA
 
8
Other values (2)
 
11

Length

Max length63
Median length60
Mean length44.18292683
Min length10

Characters and Unicode

Total characters119559
Distinct characters23
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA
2nd rowNO ESTÁ CASADA Y LLEVA MENOS DE DOS AÑOS VIVIENDO CON SU PAREJA
3rd rowESTÁ CASADA
4th rowNO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA
5th rowNO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA

Common Values

ValueCountFrequency (%)
NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA1284
47.5%
ESTÁ CASADA524
19.4%
NO ESTÁ CASADA Y LLEVA MENOS DE DOS AÑOS VIVIENDO CON SU PAREJA507
 
18.7%
ESTÁ SOLTERA372
 
13.7%
ESTÁ SEPARADA, DIVORCIADA8
 
0.3%
SIN INFORMACIÓN8
 
0.3%
ESTÁ VIUDA3
 
0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
está2698
10.7%
casada2315
9.2%
y1791
 
7.1%
años1791
 
7.1%
pareja1791
 
7.1%
viviendo1791
 
7.1%
no1791
 
7.1%
lleva1791
 
7.1%
con1791
 
7.1%
dos1791
 
7.1%
Other values (11)5780
23.0%

Most occurring characters

ValueCountFrequency (%)
22415
18.7%
A14532
12.2%
S12565
10.5%
O11134
9.3%
E9465
7.9%
D6431
 
5.4%
N5904
 
4.9%
V5384
 
4.5%
C4122
 
3.4%
Á3982
 
3.3%
Other values (13)23625
19.8%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter97136
81.2%
Space Separator22415
 
18.7%
Other Punctuation8
 
< 0.1%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
A14532
15.0%
S12565
12.9%
O11134
11.5%
E9465
9.7%
D6431
 
6.6%
N5904
 
6.1%
V5384
 
5.5%
C4122
 
4.2%
Á3982
 
4.1%
L3954
 
4.1%
Other values (11)19663
20.2%
Space Separator
ValueCountFrequency (%)
22415
100.0%
Other Punctuation
ValueCountFrequency (%)
,8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin97136
81.2%
Common22423
 
18.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
A14532
15.0%
S12565
12.9%
O11134
11.5%
E9465
9.7%
D6431
 
6.6%
N5904
 
6.1%
V5384
 
5.5%
C4122
 
4.2%
Á3982
 
4.1%
L3954
 
4.1%
Other values (11)19663
20.2%
Common
ValueCountFrequency (%)
22415
> 99.9%
,8
 
< 0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII113778
95.2%
Latin 1 Sup5781
 
4.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
22415
19.7%
A14532
12.8%
S12565
11.0%
O11134
9.8%
E9465
8.3%
D6431
 
5.7%
N5904
 
5.2%
V5384
 
4.7%
C4122
 
3.6%
L3954
 
3.5%
Other values (10)17872
15.7%
Latin 1 Sup
ValueCountFrequency (%)
Á3982
68.9%
Ñ1791
31.0%
Ó8
 
0.1%

NIVEL EDUCATIVO MADRE
Categorical

HIGH CORRELATION

Distinct14
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
MEDIA ACADÉMICA O CLÁSICA
998 
BÁSICA SECUNDARIA
453 
PROFESIONAL
366 
TÉCNICA PROFESIONAL
244 
BÁSICA PRIMARIA
229 
Other values (9)
416 

Length

Max length26
Median length18
Mean length18.94863267
Min length7

Characters and Unicode

Total characters51275
Distinct characters23
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowMEDIA ACADÉMICA O CLÁSICA
2nd rowBÁSICA SECUNDARIA
3rd rowTECNOLÓGICA
4th rowBÁSICA SECUNDARIA
5th rowMEDIA ACADÉMICA O CLÁSICA

Common Values

ValueCountFrequency (%)
MEDIA ACADÉMICA O CLÁSICA 998
36.9%
BÁSICA SECUNDARIA 453
16.7%
PROFESIONAL366
 
13.5%
TÉCNICA PROFESIONAL244
 
9.0%
BÁSICA PRIMARIA229
 
8.5%
TECNOLÓGICA217
 
8.0%
MEDIA TÉCNICA 94
 
3.5%
ESPECIALIZACIÓN65
 
2.4%
MAESTRÍA14
 
0.5%
SIN INFORMACIÓN8
 
0.3%
Other values (4)18
 
0.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
media1092
16.2%
clásica998
14.8%
o998
14.8%
académica998
14.8%
básica682
10.1%
profesional610
9.1%
secundaria453
6.7%
técnica338
 
5.0%
primaria229
 
3.4%
tecnológica217
 
3.2%
Other values (8)113
 
1.7%

Most occurring characters

ValueCountFrequency (%)
A8481
16.5%
C6383
12.4%
I6075
11.8%
5567
10.9%
S2842
 
5.5%
D2547
 
5.0%
E2528
 
4.9%
O2465
 
4.8%
M2347
 
4.6%
L1902
 
3.7%
Other values (13)10138
19.8%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter45708
89.1%
Space Separator5567
 
10.9%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
A8481
18.6%
C6383
14.0%
I6075
13.3%
S2842
 
6.2%
D2547
 
5.6%
E2528
 
5.5%
O2465
 
5.4%
M2347
 
5.1%
L1902
 
4.2%
N1725
 
3.8%
Other values (12)8413
18.4%
Space Separator
ValueCountFrequency (%)
5567
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin45708
89.1%
Common5567
 
10.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
A8481
18.6%
C6383
14.0%
I6075
13.3%
S2842
 
6.2%
D2547
 
5.6%
E2528
 
5.5%
O2465
 
5.4%
M2347
 
5.1%
L1902
 
4.2%
N1725
 
3.8%
Other values (12)8413
18.4%
Common
ValueCountFrequency (%)
5567
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII47955
93.5%
Latin 1 Sup3320
 
6.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
A8481
17.7%
C6383
13.3%
I6075
12.7%
5567
11.6%
S2842
 
5.9%
D2547
 
5.3%
E2528
 
5.3%
O2465
 
5.1%
M2347
 
4.9%
L1902
 
4.0%
Other values (9)6818
14.2%
Latin 1 Sup
ValueCountFrequency (%)
Á1680
50.6%
É1336
40.2%
Ó290
 
8.7%
Í14
 
0.4%

AREA RESIDENCIA
Categorical

Distinct3
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
CABECERA MUNICIPAL
2608 
RURAL DISPERSO
 
96
CENTRO POBLADO (INSPECCIÓN, CORREGIMIENTO O CASERÍO)
 
2

Length

Max length52
Median length18
Mean length17.88322247
Min length14

Characters and Unicode

Total characters48392
Distinct characters22
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowCABECERA MUNICIPAL
2nd rowCABECERA MUNICIPAL
3rd rowCABECERA MUNICIPAL
4th rowCABECERA MUNICIPAL
5th rowCABECERA MUNICIPAL

Common Values

ValueCountFrequency (%)
CABECERA MUNICIPAL2608
96.4%
RURAL DISPERSO96
 
3.5%
CENTRO POBLADO (INSPECCIÓN, CORREGIMIENTO O CASERÍO)2
 
0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
municipal2608
48.1%
cabecera2608
48.1%
disperso96
 
1.8%
rural96
 
1.8%
inspección2
 
< 0.1%
caserío2
 
< 0.1%
poblado2
 
< 0.1%
o2
 
< 0.1%
centro2
 
< 0.1%
corregimiento2
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
A7924
16.4%
C7834
16.2%
E5322
11.0%
I5320
11.0%
R2904
 
6.0%
2714
 
5.6%
P2708
 
5.6%
L2706
 
5.6%
U2704
 
5.6%
N2616
 
5.4%
Other values (12)5640
11.7%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter45672
94.4%
Space Separator2714
 
5.6%
Open Punctuation2
 
< 0.1%
Other Punctuation2
 
< 0.1%
Close Punctuation2
 
< 0.1%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
A7924
17.3%
C7834
17.2%
E5322
11.7%
I5320
11.6%
R2904
 
6.4%
P2708
 
5.9%
L2706
 
5.9%
U2704
 
5.9%
N2616
 
5.7%
B2610
 
5.7%
Other values (8)3024
 
6.6%
Space Separator
ValueCountFrequency (%)
2714
100.0%
Open Punctuation
ValueCountFrequency (%)
(2
100.0%
Other Punctuation
ValueCountFrequency (%)
,2
100.0%
Close Punctuation
ValueCountFrequency (%)
)2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin45672
94.4%
Common2720
 
5.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
A7924
17.3%
C7834
17.2%
E5322
11.7%
I5320
11.6%
R2904
 
6.4%
P2708
 
5.9%
L2706
 
5.9%
U2704
 
5.9%
N2616
 
5.7%
B2610
 
5.7%
Other values (8)3024
 
6.6%
Common
ValueCountFrequency (%)
2714
99.8%
(2
 
0.1%
,2
 
0.1%
)2
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII48388
> 99.9%
Latin 1 Sup4
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
A7924
16.4%
C7834
16.2%
E5322
11.0%
I5320
11.0%
R2904
 
6.0%
2714
 
5.6%
P2708
 
5.6%
L2706
 
5.6%
U2704
 
5.6%
N2616
 
5.4%
Other values (10)5636
11.6%
Latin 1 Sup
ValueCountFrequency (%)
Ó2
50.0%
Í2
50.0%

BARRIO
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing99
Missing (%)3.7%
Memory size21.3 KiB

NÚMERO HIJOS NACIDOS VIVOS
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct10
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.888026608
Minimum1
Maximum10
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size21.3 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q32
95-th percentile4
Maximum10
Range9
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.017239943
Coefficient of variation (CV)0.5387847498
Kurtosis5.969869473
Mean1.888026608
Median Absolute Deviation (MAD)1
Skewness1.794257603
Sum5109
Variance1.034777102
MonotonicityNot monotonic
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
11123
41.5%
21035
38.2%
3377
 
13.9%
4107
 
4.0%
548
 
1.8%
85
 
0.2%
65
 
0.2%
74
 
0.1%
91
 
< 0.1%
101
 
< 0.1%
ValueCountFrequency (%)
11123
41.5%
21035
38.2%
3377
 
13.9%
4107
 
4.0%
548
 
1.8%
65
 
0.2%
74
 
0.1%
85
 
0.2%
91
 
< 0.1%
101
 
< 0.1%
ValueCountFrequency (%)
101
 
< 0.1%
91
 
< 0.1%
85
 
0.2%
74
 
0.1%
65
 
0.2%
548
 
1.8%
4107
 
4.0%
3377
 
13.9%
21035
38.2%
11123
41.5%
Distinct1332
Distinct (%)84.1%
Missing1123
Missing (%)41.5%
Memory size21.3 KiB
Minimum1995-11-01 00:00:00
Maximum2021-06-22 00:00:00
Histogram with fixed size bins (bins=50)

NÚMERO EMBARAZOS
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct11
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.103473762
Minimum1
Maximum11
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size21.3 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q33
95-th percentile4
Maximum11
Range10
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.208568813
Coefficient of variation (CV)0.5745585396
Kurtosis5.748747994
Mean2.103473762
Median Absolute Deviation (MAD)1
Skewness1.742516189
Sum5692
Variance1.460638575
MonotonicityNot monotonic
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
1997
36.8%
2922
34.1%
3496
18.3%
4173
 
6.4%
575
 
2.8%
627
 
1.0%
77
 
0.3%
113
 
0.1%
83
 
0.1%
92
 
0.1%
ValueCountFrequency (%)
1997
36.8%
2922
34.1%
3496
18.3%
4173
 
6.4%
575
 
2.8%
627
 
1.0%
77
 
0.3%
83
 
0.1%
92
 
0.1%
101
 
< 0.1%
ValueCountFrequency (%)
113
 
0.1%
101
 
< 0.1%
92
 
0.1%
83
 
0.1%
77
 
0.3%
627
 
1.0%
575
 
2.8%
4173
 
6.4%
3496
18.3%
2922
34.1%

RÉGIMEN SEGURIDAD
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct5
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
CONTRIBUTIVO
1262 
SUBSIDIADO
938 
NO ASEGURADO
440 
EXCEPCIÓN
 
63
ESPECIAL
 
3

Length

Max length12
Median length12
Mean length11.23244642
Min length8

Characters and Unicode

Total characters30395
Distinct characters19
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSUBSIDIADO
2nd rowCONTRIBUTIVO
3rd rowEXCEPCIÓN
4th rowSUBSIDIADO
5th rowNO ASEGURADO

Common Values

ValueCountFrequency (%)
CONTRIBUTIVO1262
46.6%
SUBSIDIADO938
34.7%
NO ASEGURADO440
 
16.3%
EXCEPCIÓN63
 
2.3%
ESPECIAL3
 
0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
contributivo1262
40.1%
subsidiado938
29.8%
no440
 
14.0%
asegurado440
 
14.0%
excepción63
 
2.0%
especial3
 
0.1%

Most occurring characters

ValueCountFrequency (%)
I4466
14.7%
O4342
14.3%
U2640
8.7%
T2524
8.3%
S2319
7.6%
D2316
7.6%
B2200
7.2%
A1821
6.0%
N1765
 
5.8%
R1702
 
5.6%
Other values (9)4300
14.1%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter29955
98.6%
Space Separator440
 
1.4%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
I4466
14.9%
O4342
14.5%
U2640
8.8%
T2524
8.4%
S2319
7.7%
D2316
7.7%
B2200
7.3%
A1821
6.1%
N1765
 
5.9%
R1702
 
5.7%
Other values (8)3860
12.9%
Space Separator
ValueCountFrequency (%)
440
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin29955
98.6%
Common440
 
1.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
I4466
14.9%
O4342
14.5%
U2640
8.8%
T2524
8.4%
S2319
7.7%
D2316
7.7%
B2200
7.3%
A1821
6.1%
N1765
 
5.9%
R1702
 
5.7%
Other values (8)3860
12.9%
Common
ValueCountFrequency (%)
440
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII30332
99.8%
Latin 1 Sup63
 
0.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
I4466
14.7%
O4342
14.3%
U2640
8.7%
T2524
8.3%
S2319
7.6%
D2316
7.6%
B2200
7.3%
A1821
6.0%
N1765
 
5.8%
R1702
 
5.6%
Other values (8)4237
14.0%
Latin 1 Sup
ValueCountFrequency (%)
Ó63
100.0%

TIPO ADMINISTRADORA
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct4
Distinct (%)0.2%
Missing440
Missing (%)16.3%
Memory size21.3 KiB
ENTIDAD PROMOTORA DE SALUD
1262 
ENTIDAD PROMOTORA DE SALUD SUBSIDIADO
938 
ENTIDAD EXCEPTUADA DE SALUD
 
63
ENTIDAD ESPECIAL DE SALUD
 
3

Length

Max length37
Median length26
Mean length30.57987643
Min length25

Characters and Unicode

Total characters69294
Distinct characters17
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowENTIDAD PROMOTORA DE SALUD SUBSIDIADO
2nd rowENTIDAD PROMOTORA DE SALUD
3rd rowENTIDAD EXCEPTUADA DE SALUD
4th rowENTIDAD PROMOTORA DE SALUD SUBSIDIADO
5th rowENTIDAD PROMOTORA DE SALUD

Common Values

ValueCountFrequency (%)
ENTIDAD PROMOTORA DE SALUD1262
46.6%
ENTIDAD PROMOTORA DE SALUD SUBSIDIADO938
34.7%
ENTIDAD EXCEPTUADA DE SALUD63
 
2.3%
ENTIDAD ESPECIAL DE SALUD3
 
0.1%
(Missing)440
 
16.3%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
salud2266
22.7%
entidad2266
22.7%
de2266
22.7%
promotora2200
22.0%
subsidiado938
9.4%
exceptuada63
 
0.6%
especial3
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
D11003
15.9%
A7799
11.3%
7736
11.2%
O7538
10.9%
E4664
6.7%
T4529
6.5%
R4400
 
6.3%
I4145
 
6.0%
S4145
 
6.0%
U3267
 
4.7%
Other values (7)10068
14.5%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter61558
88.8%
Space Separator7736
 
11.2%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
D11003
17.9%
A7799
12.7%
O7538
12.2%
E4664
7.6%
T4529
7.4%
R4400
 
7.1%
I4145
 
6.7%
S4145
 
6.7%
U3267
 
5.3%
L2269
 
3.7%
Other values (6)7799
12.7%
Space Separator
ValueCountFrequency (%)
7736
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin61558
88.8%
Common7736
 
11.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
D11003
17.9%
A7799
12.7%
O7538
12.2%
E4664
7.6%
T4529
7.4%
R4400
 
7.1%
I4145
 
6.7%
S4145
 
6.7%
U3267
 
5.3%
L2269
 
3.7%
Other values (6)7799
12.7%
Common
ValueCountFrequency (%)
7736
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII69294
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
D11003
15.9%
A7799
11.3%
7736
11.2%
O7538
10.9%
E4664
6.7%
T4529
6.5%
R4400
 
6.3%
I4145
 
6.0%
S4145
 
6.0%
U3267
 
4.7%
Other values (7)10068
14.5%

NOMBRE ADMINISTRADORA
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct36
Distinct (%)1.6%
Missing440
Missing (%)16.3%
Memory size21.3 KiB
E.P.S. SANITAS S.A.
367 
SALUD TOTAL S.A. ENTIDAD PROMOTORA DE SALUD
303 
COOSALUD E.S.S. - ARS COOPERATIVA EMPRESA SOLIDARIA DE SALUD Y DESARROLLO INTEGRAL
247 
EPS SURA
209 
ASMET SALUD ESS - ASOCIACION MUTUAL LA ESPERANZA
189 
Other values (31)
951 

Length

Max length98
Median length24
Mean length38.71403354
Min length8

Characters and Unicode

Total characters87726
Distinct characters26
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique6 ?
Unique (%)0.3%

Sample

1st rowASMET SALUD ESS - ASOCIACION MUTUAL LA ESPERANZA
2nd rowFUNDACION SALUD MIA EPS
3rd rowPOLICIA NACIONAL
4th rowSALUD TOTAL S.A. E.P.S.
5th rowE.P.S. SANITAS S.A.

Common Values

ValueCountFrequency (%)
E.P.S. SANITAS S.A.367
13.6%
SALUD TOTAL S.A. ENTIDAD PROMOTORA DE SALUD303
11.2%
COOSALUD E.S.S. - ARS COOPERATIVA EMPRESA SOLIDARIA DE SALUD Y DESARROLLO INTEGRAL 247
9.1%
EPS SURA209
7.7%
ASMET SALUD ESS - ASOCIACION MUTUAL LA ESPERANZA 189
7.0%
NUEVA EPS S.A.140
 
5.2%
COOMEVA E.P.S. S.A.116
 
4.3%
COMPARTA ESS - COOPERATIVA DE SALUD COMUNITARIA EMPRESA SOLIDARIA DE SALUD COMPARTA SALUD LTDA 113
 
4.2%
FAMISANAR LTDA. E.P.S.103
 
3.8%
COOPERATIVA DE SALUD Y DESARROLLO INTEGRAL ZONA SUR ORIENTAL DE CARTAGENA LTDA. COOSALUD E.S.S.-CM71
 
2.6%
Other values (26)408
15.1%
(Missing)440
16.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
salud1584
 
11.9%
s.a981
 
7.4%
de957
 
7.2%
e.p.s754
 
5.7%
564
 
4.2%
eps480
 
3.6%
cooperativa446
 
3.4%
sanitas419
 
3.2%
solidaria364
 
2.7%
empresa363
 
2.7%
Other values (76)6389
48.0%

Most occurring characters

ValueCountFrequency (%)
13457
15.3%
A12070
13.8%
S8808
10.0%
E6173
 
7.0%
.5653
 
6.4%
O5194
 
5.9%
D4598
 
5.2%
L4558
 
5.2%
R4268
 
4.9%
T3802
 
4.3%
Other values (16)19145
21.8%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter67771
77.3%
Space Separator13457
 
15.3%
Other Punctuation5653
 
6.4%
Dash Punctuation845
 
1.0%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
A12070
17.8%
S8808
13.0%
E6173
9.1%
O5194
7.7%
D4598
 
6.8%
L4558
 
6.7%
R4268
 
6.3%
T3802
 
5.6%
I3483
 
5.1%
U3043
 
4.5%
Other values (13)11774
17.4%
Space Separator
ValueCountFrequency (%)
13457
100.0%
Dash Punctuation
ValueCountFrequency (%)
-845
100.0%
Other Punctuation
ValueCountFrequency (%)
.5653
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin67771
77.3%
Common19955
 
22.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
A12070
17.8%
S8808
13.0%
E6173
9.1%
O5194
7.7%
D4598
 
6.8%
L4558
 
6.7%
R4268
 
6.3%
T3802
 
5.6%
I3483
 
5.1%
U3043
 
4.5%
Other values (13)11774
17.4%
Common
ValueCountFrequency (%)
13457
67.4%
.5653
28.3%
-845
 
4.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII87710
> 99.9%
Latin 1 Sup16
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
13457
15.3%
A12070
13.8%
S8808
10.0%
E6173
 
7.0%
.5653
 
6.4%
O5194
 
5.9%
D4598
 
5.2%
L4558
 
5.2%
R4268
 
4.9%
T3802
 
4.3%
Other values (15)19129
21.8%
Latin 1 Sup
ValueCountFrequency (%)
Ó16
100.0%
Distinct176
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
Minimum2021-01-01 00:00:00
Maximum2021-06-30 00:00:00
Histogram with fixed size bins (bins=50)
Distinct181
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size21.3 KiB
Minimum2021-01-01 00:00:00
Maximum2021-06-30 00:00:00
Histogram with fixed size bins (bins=50)

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

Sample

First rows

df_indexNÚMERO CERTIFICADOAREA NACIMIENTOSITIO NACIMIENTOCÓDIGO INSTITUCIÓNNOMBRE INSTITUCIÓNSEXOPESO (Gramos)TALLA (Centímetros)FECHA NACIMIENTOTIEMPO DE GESTACIÓNNÚMERO CONSULTAS PRENATALESTIPO PARTOMULTIPLICIDAD EMBARAZOAPGAR1APGAR2GRUPO SANGUINEOFACTOR RHPERTENENCIA ÉTNICATIPO DOCUMENTO MADRENÚMERO DOCUMENTO MADREEDAD MADREESTADO CONYUGAL MADRENIVEL EDUCATIVO MADREAREA RESIDENCIABARRIONÚMERO HIJOS NACIDOS VIVOSFECHA ANTERIOR HIJO NACIDO VIVONÚMERO EMBARAZOSRÉGIMEN SEGURIDADTIPO ADMINISTRADORANOMBRE ADMINISTRADORAÚLTIMA FECHA MODIFICACIÓNFECHA REGISTRO
00163800152CABECERA MUNICIPALINSTITUCIÓN DE SALUD680010070101.680010070101 HOSPITAL LOCAL DEL NORTEMASCULINO35205001/01/2021406.0ESPONTÁNEOSIMPLE9.010.0APOSITIVONINGUNO DE LOS ANTERIORESCÉDULA DE CIUDADANÍA.100529704618(4)NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJAMEDIA ACADÉMICA O CLÁSICACABECERA MUNICIPALCAMPO MADRID1NaT1SUBSIDIADOENTIDAD PROMOTORA DE SALUD SUBSIDIADOASMET SALUD ESS - ASOCIACION MUTUAL LA ESPERANZA2021-01-012021-01-01
12163801973CABECERA MUNICIPALINSTITUCIÓN DE SALUD680010115701.680010115701 CLINICA CHICAMOCHA SAFEMENINO2000462021-01-01 00:00:00335.0CESÁREASIMPLE5.07.0OPOSITIVONINGUNO DE LOS ANTERIORESCÉDULA DE CIUDADANÍA.109595526621(4)NO ESTÁ CASADA Y LLEVA MENOS DE DOS AÑOS VIVIENDO CON SU PAREJABÁSICA SECUNDARIACABECERA MUNICIPALLA INMACULADA22016-07-312CONTRIBUTIVOENTIDAD PROMOTORA DE SALUDFUNDACION SALUD MIA EPS2021-01-072021-01-01
23163793067CABECERA MUNICIPALINSTITUCIÓN DE SALUD680010383601.680010383601 CLINICA REGIONAL DEL ORIENTEFEMENINO3560512021-01-01 00:00:00377.0ESPONTÁNEOSIMPLE9.010.0ABPOSITIVONINGUNO DE LOS ANTERIORESCÉDULA DE CIUDADANÍA.109867290931(4)ESTÁ CASADATECNOLÓGICACABECERA MUNICIPALEL CARMEN32014-05-123EXCEPCIÓNENTIDAD EXCEPTUADA DE SALUDPOLICIA NACIONAL2021-01-012021-01-01
34163801980CABECERA MUNICIPALINSTITUCIÓN DE SALUD680010115701.680010115701 CLINICA CHICAMOCHA SAMASCULINO2690522021-01-01 00:00:00385.0CESÁREASIMPLE6.09.0OPOSITIVONINGUNO DE LOS ANTERIORESCÉDULA DE CIUDADANÍA.110089447526(4)NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJABÁSICA SECUNDARIACABECERA MUNICIPALCOLORADOS22011-09-262SUBSIDIADOENTIDAD PROMOTORA DE SALUD SUBSIDIADOSALUD TOTAL S.A. E.P.S.2021-01-072021-01-01
45163803643CABECERA MUNICIPALINSTITUCIÓN DE SALUD680010079201.680010079201 HOSPITAL UNIVERSITARIO DE SANTANDERFEMENINO3090522021-01-01 00:00:00398.0ESPONTÁNEOSIMPLE8.09.0APOSITIVONINGUNO DE LOS ANTERIORESDOCUMENTO EXTRANJERO.VEN2254590925(4)NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJAMEDIA ACADÉMICA O CLÁSICACABECERA MUNICIPALGIRARDOT1NaT1NO ASEGURADONaNNaN2021-01-042021-01-01
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Last rows

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